Is chatgpt a good teacher coach? measuring zero-shot performance for scoring and providing actionable insights on classroom instruction
Coaching, which involves classroom observation and expert feedback, is a widespread and
fundamental part of teacher training. However, the majority of teachers do not have access …
fundamental part of teacher training. However, the majority of teachers do not have access …
Towards responsible development of generative AI for education: An evaluation-driven approach
A major challenge facing the world is the provision of equitable and universal access to
quality education. Recent advances in generative AI (gen AI) have created excitement about …
quality education. Recent advances in generative AI (gen AI) have created excitement about …
Can automated feedback improve teachers' uptake of student ideas? evidence from a randomized controlled trial in a large-scale online course
Providing consistent, individualized feedback to teachers is essential for improving
instruction but can be prohibitively resource-intensive in most educational contexts. We …
instruction but can be prohibitively resource-intensive in most educational contexts. We …
Mathdial: A dialogue tutoring dataset with rich pedagogical properties grounded in math reasoning problems
While automatic dialogue tutors hold great potential in making education personalized and
more accessible, research on such systems has been hampered by a lack of sufficiently …
more accessible, research on such systems has been hampered by a lack of sufficiently …
Math-LLMs: AI cyberinfrastructure with pre-trained transformers for math education
In recent years, the pre-training of Large Language Models (LLMs) in the educational
domain has garnered significant attention. However, a discernible gap exists in the …
domain has garnered significant attention. However, a discernible gap exists in the …
Automated feedback improves teachers' questioning quality in brick-and-mortar classrooms: Opportunities for further enhancement
AI-powered professional learning tools that provide teachers with individualized feedback
on their instruction have proven effective at improving instruction and student engagement in …
on their instruction have proven effective at improving instruction and student engagement in …
M-powering teachers: Natural language processing powered feedback improves 1: 1 instruction and student outcomes
Although learners are being connected 1: 1 with instructors at an increasing scale, most of
these instructors do not receive effective, consistent feedback to help them improve. We …
these instructors do not receive effective, consistent feedback to help them improve. We …
" Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms
Teachers' growth mindset supportive language (GMSL)--rhetoric emphasizing that one's
skills can be improved over time--has been shown to significantly reduce disparities in …
skills can be improved over time--has been shown to significantly reduce disparities in …
Spmis: An investigation of synthetic spoken misinformation detection
In recent years, speech generation technology has advanced rapidly, fueled by generative
models and large-scale training techniques. While these developments have enabled the …
models and large-scale training techniques. While these developments have enabled the …
Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching
With the introduction of large language models (LLMs), automatic math reasoning has seen
tremendous success. However, current methods primarily focus on providing solutions or …
tremendous success. However, current methods primarily focus on providing solutions or …